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Introductory statistics with randomization and simulation / David M. Diez, Christopher D. Barr, Mine Çetinkaya-Rundel.

By: Diez, David M [autor.]Contributor(s): Barr, Christopher D | Çetinkaya-Rundel, MineMaterial type: TextTextLanguage: English Publisher: [United States] : OpenIntro, 2014Description: vi, 348 páginas : ilustraciones, gráficos ; 25 cmContent type: texto Media type: sin mediación Carrier type: volumenISBN: 9781500576691Subject(s): Estadistica -- Manuales | Análisis estadístico multivariable -- Manuales | Imputación múltiple (Estadística) -- Manuales | Estadística matemática -- ManualesDDC classification: 519.5
Contents:
Introduction to data ; Foundation for inference ; Inference for categorical data ;Inference for numerical data ; Introduction to linear regression ; Multiple and logistic regression ; Probability ; End of chapter exercise solutions ;Distribution tables. .
Abstract: The foundations for inference are provided using randomization and simulation methods. Once a solid foundation is formed, a transition is made to traditional approaches, where the normal and t distributions are used for hypothesis testing and the construction of confidence intervals.
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Introduction to data ; Foundation for inference ; Inference for categorical data ;Inference for numerical data ; Introduction to linear regression ; Multiple and logistic regression ; Probability ; End of chapter exercise solutions ;Distribution tables. .

The foundations for inference are provided using randomization and simulation methods. Once a solid foundation is formed, a transition is made to traditional approaches, where the normal and t distributions are used for hypothesis testing and the construction of confidence intervals.

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